Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA.
Subst Abuse Treat Prev Policy. 2014 Jan 16;9:3. doi: 10.1186/1747-597X-9-3.
The objective of the current study was to examine predictors and moderators of response to two HIV sexual risk interventions of different content and duration for individuals in substance abuse treatment programs.
Participants were recruited from community drug treatment programs participating in the National Institute on Drug Abuse Clinical Trials Network (CTN). Data were pooled from two parallel randomized controlled CTN studies (one with men and one with women) each examining the impact of a multi-session motivational and skills training program, in comparison to a single-session HIV education intervention, on the degree of reduction in unprotected sex from baseline to 3- and 6- month follow-ups. The findings were analyzed using a zero-inflated negative binomial (ZINB) model.
Severity of drug use (p < .01), gender (p < .001), and age (p < .001) were significant main effect predictors of number of unprotected sexual occasions (USOs) at follow-up in the non-zero portion of the ZINB model (men, younger participants, and those with greater severity of drug/alcohol abuse have more USOs). Monogamous relationship status (p < .001) and race/ethnicity (p < .001) were significant predictors of having at least one USO vs. none (monogamous individuals and African Americans were more likely to have at least one USO). Significant moderators of intervention effectiveness included recent sex under the influence of drugs/alcohol (p < .01 in non-zero portion of model), duration of abuse of primary drug (p < .05 in non-zero portion of model), and Hispanic ethnicity (p < .01 in the zero portion, p < .05 in the non-zero portion of model).
These predictor and moderator findings point to ways in which patients may be selected for the different HIV sexual risk reduction interventions and suggest potential avenues for further development of the interventions for increasing their effectiveness within certain subgroups.
本研究旨在探讨不同内容和时长的两种 HIV 性风险干预措施对接受药物滥用治疗项目的个体的反应的预测因素和调节因素。
参与者从参与国家药物滥用研究所临床试验网络(CTN)的社区药物治疗项目中招募。从两项平行的随机对照 CTN 研究中(一项针对男性,一项针对女性)汇总数据,每项研究都检查了多节动机和技能培训计划对减少无保护性行为的影响,与单一的 HIV 教育干预相比,在 3 个月和 6 个月的随访中。使用零膨胀负二项式(ZINB)模型分析结果。
药物使用严重程度(p<0.01)、性别(p<0.001)和年龄(p<0.001)是 ZINB 模型非零部分中随访时无保护性行为次数(USO)的显著主要效应预测因素(男性、年轻参与者和药物/酒精滥用程度较高的参与者有更多的 USO)。单一性关系状态(p<0.001)和种族/民族(p<0.001)是至少有一次 USO 与无 USO 的显著预测因素(单一性关系者和非裔美国人更有可能有至少一次 USO)。干预效果的显著调节因素包括最近在药物/酒精影响下发生性行为(模型非零部分,p<0.01)、主要药物滥用时间(模型非零部分,p<0.05)和西班牙裔种族(模型零部分,p<0.01;非零部分,p<0.05)。
这些预测因素和调节因素的发现指出了可以为不同的 HIV 性风险减少干预措施选择患者的方法,并为进一步开发干预措施以提高某些亚组的有效性提供了潜在途径。